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Model Architecture

4351 directly classified papers

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Papers

MS-MANO: Enabling Hand Pose Tracking with Biomechanical Constraints CVPR 2024

SOT Triggered Neural Clustering for Speaker Attributed ASR INTERSPEECH 2024

Streamlining Speech Enhancement DNNs: an Automated Pruning Method Based on Dependency Graph with Advanced Regularized Loss Strategies INTERSPEECH 2024

A Morphology-Based Investigation of Positional Encodings EMNLP 2024

SDAEC: Signal Decoupling for Advancing Acoustic Echo Cancellation INTERSPEECH 2024

Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation COLING 2024

Grounding and Enhancing Grid-based Models for Neural Fields CVPR 2024

TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection COLING 2024

RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts EMNLP 2024

Dissecting Query-Key Interaction in Vision Transformers NIPS 2024

SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024

ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers EMNLP 2024

MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric CVPR 2024

Speech Boosting: Low-Latency Live Speech Enhancement for TWS Earbuds INTERSPEECH 2024

Sparse maximal update parameterization: A holistic approach to sparse training dynamics NIPS 2024

Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024

Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024

Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying NAACL 2024

Leveraging Customer Feedback for Multi-modal Insight Extraction NAACL 2024

Neural Lineage CVPR 2024

Towards Multi-Modal Co-Reference Resolution in Conversational Shopping Agents COLING 2024

Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024

RaTEScore: A Metric for Radiology Report Generation EMNLP 2024

PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024

MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NIPS 2024